Evaluating active learning for blind imbalanced domains.
Hiroshi KuwajimaMasayuki TanakaMasatoshi OkutomiPublished in: Image Processing: Algorithms and Systems (2023)
Keyphrases
- active learning
- class imbalance
- transfer learning
- imbalanced data classification
- imbalanced class distribution
- selective sampling
- semi supervised
- active learning strategies
- learning strategies
- random sampling
- data sets
- training examples
- unlabeled data
- learning algorithm
- real world
- semi supervised learning
- cross domain
- labeled data
- minority class
- batch mode
- multi class
- annotation effort
- neural network